 Wallis was born in Forest Hill, Maryland.He completed an undergraduate degree in philosophy and law at Dickinson College, and in 1907 went up to Wadham College, Oxford as a Rhodes Scholar, studying Edward Burnett Tylor.He received his doctorate from the University of Pennsylvania in 1915.